Accéder directement au contenu

Ioannis Kanellos

8
Documents
Identifiants chercheurs

Présentation

Je suis...

Publications

sao-mai-nguyen
Image document

Reconnaissance d’activités de la vie quotidienne au moyen de capteurs domotiques et d’apprentissage profond : lorsque syntaxe, sémantique et contexte se rencontrent

Damien Bouchabou , Sao Mai Nguyen , Christophe Lohr , Ioannis Kanellos , Benoit Leduc
Revue Ouverte d'Intelligence Artificielle, 2023, 4 (1), pp.129-156. ⟨10.5802/roia.53⟩
Article dans une revue hal-04401882v1
Image document

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning

Damien Bouchabou , Sao Mai Nguyen , Christophe Lohr , Benoit Leduc , Ioannis Kanellos
Sensors, 2021, 21, ⟨10.3390/s21186037⟩
Article dans une revue hal-03343114v1
Image document

Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes

Damien Bouchabou , Sao Mai Nguyen , Christophe Lohr , Benoit Leduc , Ioannis Kanellos
Electronics, 2021, 10 (20), pp.2498. ⟨10.3390/electronics10202498⟩
Article dans une revue hal-03381762v1
Image document

Building An Automated Gesture Imitation Game For Teenagers with ASD

Linda Nanan N Vallée , Christophe Lohr , Sao Mai Nguyen , Ioannis Kanellos , O. Asseu
Far East Journal of Electronics and Communications, 2020, 23 (1), pp.1 - 10. ⟨10.17654/EC023010001⟩
Article dans une revue hal-02894314v2
Image document

Human Skeleton Detection, Modeling and Gesture Imitation Learning for a Social Purpose

Linda Nanan Vallée , Sao Mai Nguyen , Christophe Lohr , Ioannis Kanellos , Olivier Asseu
Engineering, 2020, 12 (02), pp.90-98. ⟨10.4236/eng.2020.122009⟩
Article dans une revue hal-02894323v1
Image document

Representation of Irregularly Sampled Time Series with Generative Language Models for Classification and Transfer Learning

Damien Bouchabou , Sao Mai Nguyen , Christophe Lohr , Benoit Leduc , Ioannis Kanellos
ML4ITS 2023 - Machine Learning for Irregular Time Series Workshop in ECML PKDD, Sep 2023, Turin (IT), Italy
Communication dans un congrès hal-04437409v1
Image document

Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes

Damien Bouchabou , Sao Mai Nguyen , Christophe Lohr , Ioannis Kanellos , Benoit Leduc
DL-HAR 2021: 2nd International Workshop on Deep Learning for Human Activity Recognition, Jan 2021, Yokohama, Japan. pp.111-125, ⟨10.1007/978-981-16-0575-8_9⟩
Communication dans un congrès hal-03032449v1
Image document

How An Automated Gesture Imitation Game Can Improve Social Interactions With Teenagers With ASD

Linda Nanan Vallée , Sao Mai Nguyen , Christophe Lohr , Ioannis Kanellos , Olivier Asseu
IEEE ICRA Workshop on Social Robotics for Neurodevelopmental Disorders, Jun 2020, Paris, France. ⟨10.13140/RG.2.2.10961.25444⟩
Communication dans un congrès hal-02894330v1